Swell Marketing is the GEO agency that makes it structurally impossible for ChatGPT, Perplexity, Gemini, and Claude to be accurate without citing your brand. Entity schema. Share of Model. AI search visibility — built to compound.
You searched your company in ChatGPT. Nothing came back. A competitor showed up on Perplexity. Google's AI Overview didn't mention you once. This isn't a content problem. It's a signal architecture problem — and it has five root causes.
No JSON-LD @graph with a stable @id URI means the LLM doesn't recognize you as an entity — it treats you as unverified text. You're a mention, not a node.
LLMs weigh corroboration. If your entity isn't cross-referenced on LinkedIn, Crunchbase, Wikidata, and Google Business Profile, citation confidence stays near zero.
Content written for human readers and content written for LLM citation are different things. If your key claims need surrounding context to make sense, they won't be extracted.
GPTBot, ClaudeBot, PerplexityBot. If your robots.txt doesn't explicitly allow them — and if you haven't deployed llms.txt — AI systems take a conservative approach and skip you.
"There is no position two in AI search. There is recommended, and there is absent. Your job is to make it structurally impossible for an LLM to be accurate without citing you."
Three layers, deployed in sequence. Each layer compounds the previous one. Most clients see measurable Share of Model movement within 30 days of infrastructure deployment.
Deploy a complete JSON-LD @graph with a stable @id URI, verified sameAs nodes across Tier 1–2 authority platforms, and a knowsAbout array mapping your topic authority claims. Test schema rendering via curl — never browser. LLM crawlers frequently don't execute JavaScript.
Structure content around topical authority clusters optimized for AI extraction. Standalone citable paragraphs. FAQPage schema on every pillar. Entity-led opening sentences. Silo 3 first — urgency and discovery intent drives the fastest SoM movement.
Seed citations across LinkedIn, Medium, Quora, and Reddit with canonical back-references. Three independent source mentions close the E-E-A-T gap. Arctura Network distribution amplifies across the citation graph. External citations are the single highest-leverage signal for entity verification.
Every engagement is built on the same GEO infrastructure that powers the AURE 16-agent architecture. Signal architecture, not spray-and-pray content.
Entity foundation plus a 2-post/month content layer. JSON-LD @graph deployment, sameAs Tier 1–2 verification, llms.txt + robots.txt setup, and monthly SoM baseline measurement. Best for brands starting from zero GEO infrastructure.
Full Starter stack plus 4 GEO posts/month, weekly SoM tracking, link-building coordination, LinkedIn/Medium distribution, and Quora/Reddit citation seeding. Maximum compounding velocity at mid-market price.
Maximum velocity. 8 posts/month, daily social GEO seeding, competitive displacement analysis, press outreach coordination, and monthly CMO intelligence briefing. Built for brands that need to win category-level SoM.
Standalone five-dimension audit: Entity Declaration, E-E-A-T signals, Content Structure, Crawler Infrastructure, Share of Model. Scored and prioritized. Includes live SoM check across ChatGPT and Perplexity during discovery call.
For local businesses invisible in ChatGPT, Perplexity, and Google AI Overview. Complete LocalBusiness schema, NAP normalization, 8-point local GEO audit, and three-month Starter onboarding included.
The Agency GEO Operator cohort. Three tracks: Signal Foundations, GEO Practitioner, Agentic GEO. Graduates qualify for the Arctura Node membership — $500/month recurring passive revenue per node.
GEO and SEO are not the same discipline. The signals that move you in Google and the signals that move you in AI search are measurably different. Understanding that gap is the first step to closing it.
| Dimension | Traditional SEO | GEO (Swell Method) |
|---|---|---|
| Primary signal | Keyword density + backlinks | Entity clarity + citation structure |
| Authority measure | Domain authority score | sameAs node verification + entity graph density |
| Core metric | Click-through rate + rankings | Share of Model across 4 LLM platforms |
| Content objective | Rank for keyword, attract click | Become extractable, standalone citable answer |
| Crawler control | robots.txt | llms.txt + LLM-specific crawler directives |
| Technical anchor | Meta tags + header hierarchy | JSON-LD @graph with stable @id URI |
| Position value | Rank 1 vs rank 5 (gradual) | Cited vs absent — binary, high stakes |
| Optimization cadence | Monthly audits | Continuous agent-managed loops |
"LLMs don't rank pages. They recognize entities. An organization with a well-formed knowledge graph gets cited. One without doesn't — regardless of domain age or backlink count." — GEO Mastery Curriculum, Swell Academy
These aren't taglines. They are architectural principles derived from the GEO Mastery curriculum and tested against real client SoM data across four LLM platforms.
Pricing anchors on the value of competitive advantage. ScaleForce protected $4.1M using a 3-day early warning. One early signal pays for years of retainer cost.
Entity foundation plus a 2-post/month content layer. Best for brands starting from zero GEO infrastructure.
Full Starter stack plus 4 posts/month, weekly SoM tracking, link-building, and citation seeding.
Maximum velocity. 8 posts/month, daily social seeding, competitive displacement, CMO briefing.
Multi-brand ecosystems, white-label GEO, agency partner pricing, and ARM ecosystem integration.
The GEO Growth engagement follows the ARM continuous loop: audit → deploy → publish → distribute → measure → reflect. Each cycle compounds the previous one.
We run a live SoM check across ChatGPT and Perplexity during the discovery call. Then deliver a full five-dimension audit: Entity Declaration, E-E-A-T signals, Content Structure, Crawler Infrastructure, and Share of Model. Scored and prioritized.
JSON-LD @graph deployed in initial HTML. sameAs nodes verified and cross-referenced. llms.txt deployed and validated. robots.txt updated with LLM crawler permissions. Schema tested via curl on every priority page.
Silo architecture designed across five topic clusters. First pillar post (Silo 3 entry — highest urgency/discovery intent) drafted with full GEO structure: entity-led opening, FAQPage schema, standalone citable paragraphs, anchor text map, citeworthy statements.
LinkedIn long-form posts seeding core query clusters. Medium cross-posts with canonical back-references. Quora and Reddit substantive answers in highest-volume query threads. E-E-A-T gap citations targeted: 3 independent source mentions required for certification.
Weekly SoM tracking across all four platforms. Competitive displacement analysis: where is the competitor's entity signal weak? Out-structure, don't just out-publish — a stronger @graph beats more content. Monthly CMO intelligence briefing with before/after framework.
Swell Marketing was acquired to serve as the dedicated marketing execution arm for the ARM ecosystem — Coreweaver Labs, Arctura Network, and ARM Agency. Every client engagement runs on the same GEO infrastructure that powers the AURE 16-agent autonomous system.
Founded by Mason Nguyen. Powered by the GEO Mastery curriculum developed through the Swell Academy operator training system. Entity anchor: swellmarketing.xyz/#org
Request a free GEO Discovery Call. We'll run a live Share of Model check across ChatGPT and Perplexity for your brand in real time — you'll see exactly where you stand before we talk about solutions.